US10297032B2 - Verification of medication administration adherence - Google Patents
Verification of medication administration adherence Download PDFInfo
- Publication number
- US10297032B2 US10297032B2 US14/989,112 US201614989112A US10297032B2 US 10297032 B2 US10297032 B2 US 10297032B2 US 201614989112 A US201614989112 A US 201614989112A US 10297032 B2 US10297032 B2 US 10297032B2
- Authority
- US
- United States
- Prior art keywords
- medication
- sequences
- user
- predefined movement
- administration
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active, expires
Links
- 239000003814 drug Substances 0.000 title claims abstract description 246
- 229940079593 drug Drugs 0.000 title claims abstract description 242
- 238000012795 verification Methods 0.000 title description 9
- 238000000034 method Methods 0.000 claims abstract description 72
- 230000000694 effects Effects 0.000 claims abstract description 60
- 230000033001 locomotion Effects 0.000 claims description 49
- 238000012790 confirmation Methods 0.000 claims description 20
- 230000037406 food intake Effects 0.000 claims description 20
- 230000000007 visual effect Effects 0.000 claims description 19
- 238000004458 analytical method Methods 0.000 claims description 9
- 238000004891 communication Methods 0.000 claims description 7
- 230000004044 response Effects 0.000 claims description 6
- 230000002452 interceptive effect Effects 0.000 claims description 4
- 206010067484 Adverse reaction Diseases 0.000 claims description 3
- 230000006838 adverse reaction Effects 0.000 claims description 3
- 238000007619 statistical method Methods 0.000 claims description 2
- 238000004590 computer program Methods 0.000 claims 7
- 230000002730 additional effect Effects 0.000 claims 1
- 238000002483 medication Methods 0.000 description 20
- 238000012552 review Methods 0.000 description 13
- 238000003384 imaging method Methods 0.000 description 8
- 230000003993 interaction Effects 0.000 description 8
- 239000006187 pill Substances 0.000 description 8
- 230000036541 health Effects 0.000 description 6
- 238000013474 audit trail Methods 0.000 description 5
- 238000006243 chemical reaction Methods 0.000 description 5
- 230000001815 facial effect Effects 0.000 description 5
- 230000002411 adverse Effects 0.000 description 4
- 238000007726 management method Methods 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 238000013479 data entry Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 206010013710 Drug interaction Diseases 0.000 description 2
- 230000008901 benefit Effects 0.000 description 2
- 230000001413 cellular effect Effects 0.000 description 2
- 238000010276 construction Methods 0.000 description 2
- 230000034994 death Effects 0.000 description 2
- 231100000517 death Toxicity 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000000977 initiatory effect Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000002207 retinal effect Effects 0.000 description 2
- 206010000087 Abdominal pain upper Diseases 0.000 description 1
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 description 1
- 206010020751 Hypersensitivity Diseases 0.000 description 1
- 208000002193 Pain Diseases 0.000 description 1
- 230000007815 allergy Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000036772 blood pressure Effects 0.000 description 1
- 238000010411 cooking Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 230000001627 detrimental effect Effects 0.000 description 1
- 230000009429 distress Effects 0.000 description 1
- -1 dosage changes Substances 0.000 description 1
- 230000002496 gastric effect Effects 0.000 description 1
- 235000003642 hunger Nutrition 0.000 description 1
- 230000001939 inductive effect Effects 0.000 description 1
- 206010025482 malaise Diseases 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 235000012054 meals Nutrition 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000003340 mental effect Effects 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 239000000820 nonprescription drug Substances 0.000 description 1
- 230000036407 pain Effects 0.000 description 1
- 238000001454 recorded image Methods 0.000 description 1
- 230000007958 sleep Effects 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
- 208000024891 symptom Diseases 0.000 description 1
- 206010042772 syncope Diseases 0.000 description 1
- 230000001755 vocal effect Effects 0.000 description 1
- 230000002618 waking effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2457—Query processing with adaptation to user needs
- G06F16/24573—Query processing with adaptation to user needs using data annotations, e.g. user-defined metadata
-
- G06F19/00—
-
- G06F19/3456—
-
- G06K9/00255—
-
- G06K9/00335—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/22—Social work or social welfare, e.g. community support activities or counselling services
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
- H04N23/611—Control of cameras or camera modules based on recognised objects where the recognised objects include parts of the human body
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/63—Control of cameras or camera modules by using electronic viewfinders
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/63—Control of cameras or camera modules by using electronic viewfinders
- H04N23/633—Control of cameras or camera modules by using electronic viewfinders for displaying additional information relating to control or operation of the camera
- H04N23/634—Warning indications
-
- H04N5/23219—
-
- H04N5/23293—
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/183—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a single remote source
-
- G06K2209/01—
Definitions
- U.S. Pat. No. 7,359,214 describes such a system.
- a device is provided that provides instruction to a patient regarding medications to take.
- the system may provide a method for determining that the prescription is appropriate given the patient's conditions, and other medications he or she may already be taking.
- the system may also provide a method for monitoring compliance of the patient with such a regimen, through the dispensing of medicine in accordance with a predetermined treatment protocol. While such a system provides many improvements for easing a burden on the patient, this system suffers in many ways.
- this system provides no mechanism for actually confirming that a patient is in fact ingesting or otherwise properly administering required medication. While the system may be sufficient for one who is in full possession of their mental faculties, any individual who may have difficulty following directions, or one who is actively avoiding medication may still not be taking required medication after it is dispensed. Furthermore, the system requires preloading of various medications into a dispenser, and thus likely requires regular visits by an administering manager to be sure appropriate medications are in fact loaded therein. It is surely possible that an inexperienced user may place incorrect medications into the device, or may somehow provide incorrect dosages into the device.
- U.S. patent application Ser. No. 11/839,723, filed Aug. 16, 2007, titled Mobile Wireless Medication Management System provides a medication management system employing mobile devices and an imaging technology so that a user is able to show a pill to be taken to the system, and the system can then identify the medication.
- Patient histories are available to an administrator, including various vital signs as measured by the system. Images may also be taken of the patient, provider, medication container or the like.
- the system professes to ensure adherence to a protocol, the system only provides such help if requested by a user. There is in fact no particular manner in which to ensure actual adherence or the relationship of adherence to the efficacy of the drug over time. When customizing a medication regimen or monitoring a personal medication regimen, this is particularly relevant.
- existing systems fail to maintain an audit trail for post administration review by a medical official, and further cannot therefore confirm confirmation of proper medication administration.
- Existing systems are further generally impractical in that they fail to address many of a patient's other healthcare needs, including billing, insurance paperwork and filing, education regarding healthy living and proper use of medications, easing obtaining refills for medications, and providing feedback to a medical service provider, for example, in advance of an appointment so that the medical provider can be prepared for such an appointment.
- a system and method that allow for complete control and verification of adherence to a prescribed medication protocol, whether is a health care provider's care, or when self administered in a homecare situation by a patient.
- the system and method preferably includes a means for receiving user medication information, including a medication profile and history, providing indications to a user regarding when to take a medication, and which medication to take, imaging medication either in pill or container form to confirm a correct medication is being taken, confirming, in accordance with the user medication history that a new medication will not conflict with an already being taken medication (including non-prescription medication that may be used by a patient), scan a group of medication containers or pills to inform a user which is the correct medication through the use of visual, verbal or other prompts, providing assistance information to aid a user in properly taking the medication, imaging, employing still photos, video sequences or other activity or gesture recognition techniques, the user to confirm that the medication is being actually and properly taken, providing any appropriate additional or special instructions, using the imaging to note any possible
- a user is provided with a system and method that aids the user in properly following a protocol, while informing an administrator of any deviations from the protocol, either innocent or purposeful, by a user so that an early interaction may be provided.
- the present invention is the only medication adherence verification system that may determine whether a user is actually following a protocol, and provide additional assistance to a user, starting with instructions, video instructions, and the like, and moving up to contact from a medication administrator through phone, email video conferencing or the like, if it is determined that the user may benefit from such assistance.
- the pharmacist or other medical personnel may allow the system to image the medication or enter medication information in any number of ways, thus recalling one or more preferred protocols for administration of the medication.
- An image of the medication may be further provided to the pharmacist upon this or any subsequent refills of the medication and act as an added visual check to confirm proper medication administration.
- the personnel may then select a desired protocol, thus removing a likely point of error, incorrect instructions to a user.
- a medication image may be shown to a patient when they are to take a medication, to thus further ensure proper medication is administered.
- access to such medication information may be made available to emergency responders, hospital or other medical service providers or the like. It is contemplated that such information may be available by entering a predefined sequence into a patient's cellular telephone, other mobile device, or home based system. Further access may be provided at a predetermined website or the like.
- the invention accordingly comprises the several steps and the relation of one or more of such steps with respect to each of the others, and the apparatus embodying features of construction, combinations of elements and arrangement of parts that are adapted to affect such steps, all as exemplified in the following detailed disclosure, and the scope of the invention will be indicated in the claims.
- FIG. 1 is a flow chart diagram depicting top level functionality in accordance with an embodiment of the present invention
- FIG. 2 is a flow chart diagram describing a data entry and prescription assignment process in accordance with an embodiment of the present invention.
- FIG. 3 is a flow chart diagram describing a medical compliance regimen from in accordance with an embodiment of the invention.
- a system and process are provided that improve adherence to medical protocol, and give administrators a tangible and concrete manner in which to confirm compliance or lack thereof, and the ability to intervene early in the process to ensure that patients are properly taking their medication.
- the system and method of the invention provide for prescription selection, instructions to patients on the use of any prescription medications, and verification to a doctor or other service provider of patient adherence to the prescribed protocol.
- existing industry medication information databases 110 are employed to access prescription, interaction, application and other available information about any number of proposed prescription and non-prescription medications.
- patient medical records 115 are used, and as will be described below, are used in conjunction with the industry medical information and a medical professional's prescribing expertise to prescribe a medicine regimen, and enter such a regimen into the system of the invention at 120 .
- a particular prescription regimen causes a set of user instructions 125 to be generated.
- user instructions may include general instructions about a particular medication, methods for ingestion, concerns about side effects, concerns about drug interactions with common substances or medications, or other medications prescribed to the patient by the system or by another medical service provider.
- such set of user instructions may be interactive, allowing a user to view additional information about such instructions or prescriptions as desired.
- These instructions may comprise written, audio or video instructions.
- the system may reach out and contact a representative of a medical service provider to provide the patient with additional, personal help as necessary, if it is determined that such intervention by the medical professional would be desirable to the patient.
- a patient may be assisted in properly taking medication so that various errors do not take place.
- a medical service provide or one of the individuals noted above be provided with a patient dashboard for managing prescription regimes for one or more patients.
- a dashboard allows the medical professional to monitor any number of patients in a manner that will be described below, allow statistical analyses of patient adherence and other patient reactions, provide links to information, including recorded activity sequences for one or more patients, and generally allow the medical professional to monitor and administer medication to all of their patients form a convenient single access point.
- Such a dashboard also allows for monitoring of any health care providers that may be administering medication to a number of patients, or review of one or more administration sequences or the like.
- the patient be provided with a user interface dashboard or the like allowing of modification of prescription regimen and instruction information by the patient.
- a user may be able to determine when a reminder for such medication will be given. If the patient is an early riser, the reminder may be provided by cell phone or email at 6:00 AM. Conversely, if the patient sleeps late and normally does not eat an early meal, reminders can be set for later in the morning, thus matching a patient's schedule.
- any such patient adjustments must be set within broader prescription regimen as defined by the prescribing medical provider.
- a touch or other user friendly graphical user interface be provided so that the user can easily manipulate any number of prescription factors, and perhaps enter additional information that may be useful to a prescribing medical provider, such as level of fatigue, level of hunger, jitter inducing medications, etc. All of these data collection points allow for a smoother administration of medication to a patient, and therefore a more likely chance of adherence to a prescribed protocol.
- the horizontal line indicates a time for patient ingestion or other administration of medication.
- confirmation of patient adherence to the prescribed administration schedule for the medication is determined. While such confirmation may take a number of forms, in accordance with the invention, a preferred method for such confirmation may include capturing a video sequence of the patient actually administering the medication. In a further preferred method, such a sequence for such confirmation may include employing a facial recognition sequence or other biometric confirmation that a particular patient is in fact receiving treatment. Activity recognition, gesture recognition or other feature for determining whether a particular subject movement meets a predefined movement sequence may be employed to be sure that the patient is properly taking prescribed medication.
- the patient may then display a medication container and/or an actual pill or other medication form to an imaging apparatus, and the apparatus confirming that the medication is correct and is the currently prescribed medication to be taken through the user of text recognition, pill recognition, or other appropriate medication recognition scheme.
- This sequence of steps therefore acts as an audit trail each time a medication is taken, that can be reviewed later, to ensure that a patient is properly following a regimen.
- a video image of the patient actually administering or ingesting the medication may be taken and stored so that actual confirmation may be achieved, rather than simply relying on the patient to state that a particular medication was administered.
- a video image may be captured or stored in any appropriate format given a selected type of activity or gesture recognition that is employed in accordance with a particular embodiment of the invention.
- Such may include full video, biometric data points, recording of movement of an article, such as a bracelet or the like, affixed to the patient or administrator, use of mapping to provide a stick figure or other body movement tracking technique, or gesture or activity recognition to determine movement or the like.
- the system of the invention will recognize such an issue and request audio confirmation as a next best option. If the audio confirmation is also not possible, then a less reliable method of confirmation, such as a keyboard confirmation by the patient may be accepted. If higher reliability methods of confirmation are not available for an extended period of time, an alarm is preferably forwarded to a medical professional to inquire as to reasons and to remedy any situation that might be wrong in the administration situation.
- steps of confirming identity, confirming medication and confirming administration are then reviewed to verify adherence to the prescribed protocol at 135.
- Such review is preferably performed automatically by a computing system that is able to align the actual recorded images with ideal or expected images, or through the user of other activity or gesture recognition as mentioned above.
- a computing system that is able to align the actual recorded images with ideal or expected images, or through the user of other activity or gesture recognition as mentioned above.
- facial recognition and bottle or pill recognition such techniques are known in the art.
- processing may include various stick figure comparison analyses, motion recognition analysis, or other schemes as noted above able to determine whether appropriate actions have been performed by the patient.
- the ability to provide automated determination of adherence to proper administration procedures allows for a large number of such images to be review in a short period of time. Even if actual and complete lack of adherence is not able to be determined 100% in each possible situation, the ability to pre screen the administration video captures to remove from further consideration administration situations that are clearly compliant may reduce a number of compliance situations to be reviewed by a medical professional substantially.
- the imaged sequences used for activity recognition to determine regimen adherence may be further used to check for adverse or other reactions to taking of the medication.
- activity or gesture recognition may determine any number of different actions that may have been taken by a patient.
- actions taken before medication administration, or actions taken after medication administration may give insight into reasons for particular responses, etc.
- activity recognition may determine a current activity of a user. Any subsequent reminders to take a medication may in part be based upon this determined activity.
- a reminder to take a medication before leaving may be provided, even if earlier than normal, or if medication is portable, the user may be reminded to take the medication with them, and then subsequently reminded to administer the medication via notification on a mobile device.
- a reminder may be given to take the medication a predetermined time before eating.
- Other scenarios may be possible, thus allowing greater response from the system to ensure proper medication administration by a patient.
- various patient consent issues may be prompted and recorded in accordance with the invention. Patients may ask further additional questions regarding such consent, thus insuring that patients have all of the information they need to make informed consent decisions, and medication providers have proper evidence of such consent.
- actions after taking medication may give insight into patient responses. Notice of fainting, falling down, lack of motion, facial gestures, gastrointestinal distress or the like may all be logged as adverse reactions to a particular medication regimen, and may allow for adjustment of dosage or prescription instructions in the future for the patient. If adverse reactions are severe, an immediate medication review and contact from a medical professional may be provided to cure the issue. Additionally, the system in accordance with the present invention may be directly tied and be interoperable with a pharmacy or medical provider's systems, thus allowing such recommendations for dosage changes, regimen changes and the like to be forwarded to these professionals automatically. Through such links, reordering medication, dosage changes, medication changes and the like may be automatically provided. Furthermore, ease of providing additional prescriptions can be enhanced as patient, medication and regimen information will already be available to the pharmacist or medical service provider.
- adherence verification is performed allowing a health care provider or other medical professional to review and verify results of the automatic comparison or direct review of captured activity sequences, and indication of variation from a desired identity, medication or application procedure may request administrator review of the situation, and intervention as may be determined necessary at 140 .
- Such review may be required immediately as an emergency situation may exist, or such review may be less urgent, perhaps requiring an electronic communication with suggestions or the like from such an administrator or the like.
- adherence review may be stored over time for a particular patient, thus allowing for various medication trends to be determined, such as if a patient misses medication at a same time each week, or an indication that one particular health care worker aiding the patient may occasionally give an incorrect medication dosage amount.
- an audit trail for tracking the actions of various health care providers is generated.
- a method and system are provided in which patient adherence to a prescribed medication regimen can be reviewed, acutely for a particular instance, or over time to determine any changes in behavior of a patient. Because all aspects of such adherence are monitored preferably visually, and do not rely on patient confirmation of medication administration, desires of the patient are taken out of the equation, and a true review of actually procedures used in the medication administration can be studied.
- a number of entities may be able to enter information into a system in accordance with the invention.
- Such individuals may include a doctor 202 , a pharmacist 204 , a patient 206 and a caregiver 208 .
- Each of these individuals may be provided with different rights for data entry.
- a doctor may be provided with the ability to alter patient information, basic medical statistics, and virtually all other medical information included in a database.
- a pharmacist may be limited to entering information about a particular prescription, including when delivered to a patient, type of pill or medication, dosage size, refill availability, etc.
- a patient may be limited to providing personal information, and perhaps other relevant information, such as non-prescription medication usage, alcohol consumption, recent symptoms, reaction to use of particular prescription medications and the like.
- a caregiver may be limited to entering information about patient reactions, times of administration of medication and the like. Such data entry allows for the tracking of an audit trail at this step of administration as well.
- Information from each user of the system is combined, where available, and formed into a prescription medication entry 210 .
- a preferred list of information that may first be provided in accordance with the invention in order to organize the system may comprise a patient name, a user name, if that user is not the patient, and information to be used to provide various alerts, such as a patient email for prescription reminders, contact information for a doctor or caregiver for emergency contact, or the like.
- facial images of the patient and other people interacting with the system are stored, or other biometric identifiers, such as fingerprint identification, retinal identification, voice recognition, various provided RFID tags or the like may be employed.
- biometric identifiers such as fingerprint identification, retinal identification, voice recognition, various provided RFID tags or the like
- a user such as the doctor 202 or the pharmacist 204 may indicate a particular new or recurring prescription medication to be provided to a user.
- An external medication database 215 is accessed and information regarding such medication is provided, including medication name or names if multiple brand and generic names exist, suggestions for appropriate prescription dosages based upon patient information and the particular version of the medication to be administered, and usage instructions to be provided to the patient, these instructions being modified or supplemented as necessary by the prescribing entity.
- These usage instructions preferably include detailed administration instructions, including time of day, patient status (i.e. before or after eating, after waking, before sleeping, etc.), precise method of application, and other useful instructions for a user.
- These instructions also may include video sequences to describe particular details of the medication or administration procedure thereof. They may also comprise alternative versions of instructions so that if a user is unclear regarding a particular set of instructions, an alternative set of instructions may be provided to the patient to aid in adherence to the prescription regimen.
- a patient medical history 217 is preferably accessed to provide additional medication and patient information to the prescribing individual.
- Such information may include, other prescriptions to the patient so that adverse drug interaction may be determined (although if such other prescriptions were implemented in accordance with this invention, such prescriptions will already be known to the system), patient indication of use of non-prescription drugs, patient allergies, patient activity level, past diseases and procedures, and any other information that may be relevant to the prescription of medication.
- any dangerous interactions are noted to the prescribing individual, and may preclude entry of the prescription into the system.
- Other interactions may be noted to the prescribing individual so that the individual may make the patient aware of such situations. These may include, for example a notification that the taking of two medications together may result in stomach pains, so that the patient should take one in the morning and one in the afternoon.
- Such interactions check will then result in a set of instructions that will be provided to the user, in addition to the more generic medication instructions.
- the prescribing individual may review such instructions and supplement them as desired.
- various instructions provided to a user may comprise hot links to additional audio and visual information that may be provided to a patient to further assist in their adherence to any particular prescribed protocol, or may provide various information regarding the particular medication being taken as will be further described below.
- the prescription information is stored at step 225 .
- the storing of such a prescription makes the prescription, alerts, help information and the like accessible to a patient and other system users.
- such completion may also transmit the prescription to a pharmacy or other medication provision facility so that the user is able to simply swing by to pick up the medication or to have the medication delivered to the patient.
- a patient When a time for receiving or administering a medication is reached, a patient, and any other necessary user may be provided a notification 310 in accordance with notification addresses entered in the system as noted above. Thus, in a home situation, only the patient may receive notification. If there is a home health care provider, such provider may also receive separate independent verification. In the case of hospital or other in-patient care facility, various medical service providers may similarly receive such notification.
- system initiation takes place at 315 . In accordance with such system initiation, one or more users are preferably recognized by the system. Therefore, at step 320 , a user recognition sequence takes place.
- such a user has a still or video image captured of their face, and facial recognition techniques are employed to confirm the identity of the user.
- facial recognition techniques may be performed by fixed camera, mobile camera, mobile communication device such as a cellular phone, or any other appropriate video or image capture device.
- Alternative recognition techniques such as retinal, fingerprint, voice or other biometric measurements may be employed, in addition to a more common password query.
- step 325 it is determined whether all necessary users have been recognized and authenticated. In a situation where a nurse, doctor or other caregiver is to administer medication, it may be preferable to have the patient and caregiver to be recognized by the system to further confirm that the appropriate procedure is followed, and to allow the system to keep track of people using the medication so it can track if any one person, for example, is improperly using the medication, as will be evident from the generated audit trail.
- step 325 if all users are not recognized, control passes back to step 320 and any additional users are recognized by the system.
- step 327 the medication to be administered in accordance with the prescribed prescription regimen is confirmed.
- a user is prompted to allow a still or video image, text recognition image, or other method of identifying a medication to be captured of the medication bottle or other container, a pill of the medication, or other form of medication, and is also able to determine appropriate quantities, dosage, and any potentially required or dangerous medication combinations.
- video confirmation is for some reason not available, the user may be prompted by the system to provide audio or other indication of medication and other desired information.
- This image, video sequence or other received confirmation information is then compared to an image associated with the prescription as noted above in FIG. 2 . If the medication is determined to be incorrect, a warning may be provided to the user that the medication is incorrect. The user may then be prompted to choose another medication for imaging.
- the invention contemplates a user displaying a number of medications to the image capture apparatus and allowing the apparatus to suggest which medication is correct.
- the user may be able to scan a medicine cabinet with such a video imaging apparatus and have the system indicate which is the correct medication. This may prove valuable when sequence of ingesting medication is important, or when two people have similar medications and may have difficulty in distinguishing between medications for each.
- control passes to step 330 .
- step 330 user prompts and other instructions are provided to the patient, and present caregivers, as to how to administer the medication according to the prescription guidelines outlined above. These instructions allow for a user to receive further information or instructions as necessary through asking the system for additional help. Especially in situations where an elaborate scheme may be required, it is contemplated that video samples and instructions may be provided to the user. Further, in accordance with the invention, for complicated administration procedures, it may be possible to set up a two way video conference employing traditional video conferencing, VOIP conferencing, traditional telephone conferencing, or any other appropriate communication system with an expert in such administration so that a caregiver or patient may receive live coaching regarding such administration.
- the actual act of administration is preferably captured as a video sequence at step 335 .
- This captured video sequence may be utilized in accordance with the invention in a number of ways. First, the actions of administration of the medication is reviewed in real time and compared to an ideal or desired video sequence. If a determination is made that the medication is being administered in an incorrect manner, and in a way that may be detrimental to the patient, immediate warnings may be provided at step 340 advising the caregiver or patient to stop administration at once. In the event that such a warning is provided at step 340 indicative of incorrect administration, processing preferably returns to step 335 to capture an additional video sequence to be once again reviewed in real time and compared to an ideal desired video sequence.
- the images may be captured and stored locally, being provided to a central server in a batch processing, or images may be captured and sent to the remote server for immediate analysis and storage. Such transmission may take place over a well known Internet connection, wireless connection, or other proprietary communication system.
- Such analysis may consider suggestions to a caregiver to improve dosage accuracy, reduce pain in administration, or the like.
- video sequences may be available from multiple patients and/or caregivers, the effectiveness of various sets of instructions and the like can be tested and reviewed, and changes thereto made if consistent problems are encountered.
- any warnings or suggestions for instruction issues may generate a warning at step 350 , suggesting areas of instruction that may be problematic.
- These video sequences are also stored for longer term analysis if desired at step 355 , and processing ends.
- the system and method thereof act as an overall prescription management tool. For example, knowing the prescription and the number of actual times the medication has been administered, the system can order prescriptions to be refilled and sent to the patient. Trends of a patient can be monitored, such as blood pressure or other measurable quantities of the patient, and correlation between such measured quantities and medication administration may be observed, potentially allowing for a more customized solution of medication to be applied to the patient, possible modifying dosage or frequency of administration based upon individual reactions to a particular prescription regimen. Further, insurance administration can be simplified by providing the prescription information directly to the insurance company, and allowing reimbursement for patient costs and other billing issues to be taken care of over a computer network, by phone or the like. Additionally, features of the invention noted above allowing for user interaction and recordation of activities of a user, adverse effects and the like may be incorporated into the system to provide further information for determining alternative instruction sets, modification of medications and the like.
- a system provided in accordance with the invention includes imaging technology and hardware, communication hardware, computer systems including storage memory and remote communication via the Internet or other communication network for remote storage and analysis, databases of patient information and medication information sufficient to implement the method as described above.
- a method and system are provided that allow for the automated administration of medication, and provide for a most sophisticated method for confirming and studying methods of administration of such prescription medication.
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Signal Processing (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Biomedical Technology (AREA)
- Public Health (AREA)
- Epidemiology (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Library & Information Science (AREA)
- Computational Linguistics (AREA)
- Chemical & Material Sciences (AREA)
- Medicinal Chemistry (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Human Computer Interaction (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Medical Treatment And Welfare Office Work (AREA)
- Tourism & Hospitality (AREA)
- Child & Adolescent Psychology (AREA)
- Economics (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
Abstract
Description
Claims (26)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US14/989,112 US10297032B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US12/620,686 US20110119073A1 (en) | 2009-11-18 | 2009-11-18 | Method and Apparatus for Verification of Medication Administration Adherence |
US13/558,377 US8781856B2 (en) | 2009-11-18 | 2012-07-26 | Method and apparatus for verification of medication administration adherence |
US14/295,485 US10297030B2 (en) | 2009-11-18 | 2014-06-04 | Method and apparatus for verification of medication administration adherence |
US14/989,112 US10297032B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US14/295,485 Continuation US10297030B2 (en) | 2009-11-18 | 2014-06-04 | Method and apparatus for verification of medication administration adherence |
Publications (2)
Publication Number | Publication Date |
---|---|
US20160117474A1 US20160117474A1 (en) | 2016-04-28 |
US10297032B2 true US10297032B2 (en) | 2019-05-21 |
Family
ID=44011991
Family Applications (10)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/620,686 Abandoned US20110119073A1 (en) | 2009-11-18 | 2009-11-18 | Method and Apparatus for Verification of Medication Administration Adherence |
US13/558,377 Active US8781856B2 (en) | 2009-11-18 | 2012-07-26 | Method and apparatus for verification of medication administration adherence |
US14/295,485 Active 2031-03-07 US10297030B2 (en) | 2009-11-18 | 2014-06-04 | Method and apparatus for verification of medication administration adherence |
US14/989,083 Active 2030-10-10 US10388023B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US14/989,112 Active 2030-06-18 US10297032B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US14/989,156 Active 2030-11-12 US10380744B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US14/989,179 Active 2030-09-26 US10402982B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US16/530,073 Active US10929983B2 (en) | 2009-11-18 | 2019-08-02 | Method and apparatus for verification of medication administration adherence |
US17/179,277 Active 2030-03-15 US11646115B2 (en) | 2009-11-18 | 2021-02-18 | Method and apparatus for verification of medication administration adherence |
US18/193,467 Active US11923083B2 (en) | 2009-11-18 | 2023-03-30 | Method and apparatus for verification of medication administration adherence |
Family Applications Before (4)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/620,686 Abandoned US20110119073A1 (en) | 2009-11-18 | 2009-11-18 | Method and Apparatus for Verification of Medication Administration Adherence |
US13/558,377 Active US8781856B2 (en) | 2009-11-18 | 2012-07-26 | Method and apparatus for verification of medication administration adherence |
US14/295,485 Active 2031-03-07 US10297030B2 (en) | 2009-11-18 | 2014-06-04 | Method and apparatus for verification of medication administration adherence |
US14/989,083 Active 2030-10-10 US10388023B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
Family Applications After (5)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US14/989,156 Active 2030-11-12 US10380744B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US14/989,179 Active 2030-09-26 US10402982B2 (en) | 2009-11-18 | 2016-01-06 | Verification of medication administration adherence |
US16/530,073 Active US10929983B2 (en) | 2009-11-18 | 2019-08-02 | Method and apparatus for verification of medication administration adherence |
US17/179,277 Active 2030-03-15 US11646115B2 (en) | 2009-11-18 | 2021-02-18 | Method and apparatus for verification of medication administration adherence |
US18/193,467 Active US11923083B2 (en) | 2009-11-18 | 2023-03-30 | Method and apparatus for verification of medication administration adherence |
Country Status (1)
Country | Link |
---|---|
US (10) | US20110119073A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11602488B2 (en) | 2019-04-30 | 2023-03-14 | NucleusRX LLC | Connected pill dispenser |
WO2024173834A1 (en) * | 2023-02-18 | 2024-08-22 | Low Gordon Keith | Methods and systems to increase compliance for prescriptions dispensed to patients |
Families Citing this family (63)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8666781B2 (en) * | 2009-12-23 | 2014-03-04 | Ai Cure Technologies, LLC | Method and apparatus for management of clinical trials |
US20110119073A1 (en) | 2009-11-18 | 2011-05-19 | Al Cure Technologies LLC | Method and Apparatus for Verification of Medication Administration Adherence |
US9183601B2 (en) | 2010-03-22 | 2015-11-10 | Ai Cure Technologies Llc | Method and apparatus for collection of protocol adherence data |
US8605165B2 (en) | 2010-10-06 | 2013-12-10 | Ai Cure Technologies Llc | Apparatus and method for assisting monitoring of medication adherence |
US20110153360A1 (en) | 2009-12-23 | 2011-06-23 | Al Cure Technologies LLC | Method and Apparatus for Verification of Clinical Trial Adherence |
US9293060B2 (en) | 2010-05-06 | 2016-03-22 | Ai Cure Technologies Llc | Apparatus and method for recognition of patient activities when obtaining protocol adherence data |
US20120316897A1 (en) * | 2011-06-10 | 2012-12-13 | AI Cure Technologies, Inc. | Method and Apparatus for Monitoring Medication Adherence |
US9256776B2 (en) | 2009-11-18 | 2016-02-09 | AI Cure Technologies, Inc. | Method and apparatus for identification |
US10762172B2 (en) | 2010-10-05 | 2020-09-01 | Ai Cure Technologies Llc | Apparatus and method for object confirmation and tracking |
US9883786B2 (en) | 2010-05-06 | 2018-02-06 | Aic Innovations Group, Inc. | Method and apparatus for recognition of inhaler actuation |
US10116903B2 (en) | 2010-05-06 | 2018-10-30 | Aic Innovations Group, Inc. | Apparatus and method for recognition of suspicious activities |
US9875666B2 (en) | 2010-05-06 | 2018-01-23 | Aic Innovations Group, Inc. | Apparatus and method for recognition of patient activities |
US9412161B2 (en) * | 2011-01-25 | 2016-08-09 | Novartis Ag | Systems and methods for medical use of motion imaging and capture |
US9665767B2 (en) | 2011-02-28 | 2017-05-30 | Aic Innovations Group, Inc. | Method and apparatus for pattern tracking |
US9116553B2 (en) | 2011-02-28 | 2015-08-25 | AI Cure Technologies, Inc. | Method and apparatus for confirmation of object positioning |
US10558845B2 (en) * | 2011-08-21 | 2020-02-11 | Aic Innovations Group, Inc. | Apparatus and method for determination of medication location |
US20130085957A1 (en) * | 2011-09-30 | 2013-04-04 | Precision Dermatology, Inc. | Method and system for automatic product replenishment |
US20130110526A1 (en) * | 2011-10-26 | 2013-05-02 | Sargas Pharmaceutical Adherence and Compliance International, LLC | System and method for monitoring authorization, compliance, and adherence of drug prescriptions and treatments |
JP6069826B2 (en) * | 2011-11-25 | 2017-02-01 | ソニー株式会社 | Image processing apparatus, program, image processing method, and terminal device |
WO2013098851A2 (en) * | 2011-12-23 | 2013-07-04 | Vfs Global Services Pvt. Ltd. | A system for processing visa applications |
US9014427B2 (en) | 2012-01-20 | 2015-04-21 | Medsentry, Inc. | Medication storage device and method |
US10984895B2 (en) * | 2013-06-03 | 2021-04-20 | Pharmalto, Llc | System and method for health and wellness mobile management |
US9064184B2 (en) | 2012-06-18 | 2015-06-23 | Ebay Inc. | Normalized images for item listings |
US8752151B2 (en) * | 2012-10-09 | 2014-06-10 | At&T Intellectual Property I, L.P. | Methods, systems, and products for authentication of users |
US9554049B2 (en) * | 2012-12-04 | 2017-01-24 | Ebay Inc. | Guided video capture for item listings |
US9399111B1 (en) | 2013-03-15 | 2016-07-26 | Aic Innovations Group, Inc. | Method and apparatus for emotional behavior therapy |
US9317916B1 (en) | 2013-04-12 | 2016-04-19 | Aic Innovations Group, Inc. | Apparatus and method for recognition of medication administration indicator |
US9436851B1 (en) | 2013-05-07 | 2016-09-06 | Aic Innovations Group, Inc. | Geometric encrypted coded image |
CN105359152B (en) | 2013-05-14 | 2021-12-07 | 史密夫和内修有限公司 | Apparatus and method for administering medical device prescriptions |
US10133848B1 (en) | 2013-08-05 | 2018-11-20 | TouchStream Corp. | Medication management |
US10950333B2 (en) | 2013-08-05 | 2021-03-16 | TouchStream Corp. | Medication management |
US9824297B1 (en) | 2013-10-02 | 2017-11-21 | Aic Innovations Group, Inc. | Method and apparatus for medication identification |
US20150111187A1 (en) * | 2013-10-19 | 2015-04-23 | Peter K. Loeb, JR. | System and method for providing a client engagement platform to assist a client in the compliance of addiction treatment |
US11631484B1 (en) * | 2013-10-21 | 2023-04-18 | Aic Innovations Group, Inc. | Method and apparatus for predicting, encouraging, and intervening to improve patient medication adherence |
US10552575B1 (en) | 2013-11-07 | 2020-02-04 | GoodRx, Inc. | Medication monitoring and identification |
US20150242585A1 (en) * | 2014-02-21 | 2015-08-27 | Judy SPIEGEL | Method and Apparatus for Monitoring a User and Providing a Schedule for a User |
US20150248539A1 (en) * | 2014-02-26 | 2015-09-03 | Raymond E. Washburn | Method for reducing errors in medication administration by medical professionals and non-clinical individuals |
US9775779B2 (en) | 2014-04-28 | 2017-10-03 | Carecaps, Llc | Prescription bottle cap assembly and medication management system |
US9679113B2 (en) | 2014-06-11 | 2017-06-13 | Aic Innovations Group, Inc. | Medication adherence monitoring system and method |
US10395764B2 (en) | 2015-01-06 | 2019-08-27 | Aic Innovations Group, Inc. | Method and apparatus for recognition of patient activity |
US20160259911A1 (en) * | 2015-03-03 | 2016-09-08 | Danny P. Koester | Automated Medication Adherence System |
US9345645B1 (en) | 2015-04-07 | 2016-05-24 | Alex H. Chernyak | Bi-directional adaptive drug dispenser for managing divergence between pre-set regimen and actual performance |
US11246805B2 (en) | 2016-08-26 | 2022-02-15 | Changhai Chen | Dispenser system and methods for medication compliance |
US20180055738A1 (en) | 2016-08-26 | 2018-03-01 | Changhai Chen | Dispenser system and methods for medication compliance |
US10722431B2 (en) | 2016-08-26 | 2020-07-28 | Changhai Chen | Dispenser system and methods for medication compliance |
USD820679S1 (en) | 2016-11-30 | 2018-06-19 | Carecaps | Bottle cap assembly |
US20180233220A1 (en) * | 2017-02-15 | 2018-08-16 | Dayton Christian Trent | Pharmacological dispensing system |
US20180280243A1 (en) * | 2017-04-04 | 2018-10-04 | Laila Velani | Smart vial interactive medication dosage dispensing system and method |
WO2019060367A1 (en) | 2017-09-19 | 2019-03-28 | Adam Hanina | Apparatus and method for recognition of suspicious activities |
US10918331B2 (en) | 2017-09-19 | 2021-02-16 | Aic Innovations Group, Inc. | Method and apparatus for determining health status |
US10664987B2 (en) | 2018-02-02 | 2020-05-26 | Aic Innovations Group, Inc. | Apparatus and method for object recognition |
US11627877B2 (en) | 2018-03-20 | 2023-04-18 | Aic Innovations Group, Inc. | Apparatus and method for user evaluation |
CN108831258B (en) * | 2018-06-27 | 2020-08-18 | 苏州润易尚文化科技有限公司 | Manufacturing process of paper folding teaching aid based on conductive ink |
CN108615438B (en) * | 2018-06-27 | 2019-12-31 | 苏州润易尚文化科技有限公司 | Paper folding teaching aid based on conductive ink |
US20200279630A1 (en) * | 2018-07-02 | 2020-09-03 | Infinite Designs, LLC | Drug dispenser systems and methods thereof |
GB2575851B (en) * | 2018-07-26 | 2023-05-10 | Medication Support Ltd | Medical monitoring system |
US10872688B2 (en) * | 2018-07-30 | 2020-12-22 | Arxium, Inc. | Visual analysis pill dispenser |
US11743424B1 (en) | 2019-01-16 | 2023-08-29 | Omcare Inc. | Web enabled audiovisual medication dispensing with enhanced compliance verification |
US11817194B2 (en) * | 2019-04-30 | 2023-11-14 | Pixart Imaging Inc. | Smart control system |
US11137770B2 (en) * | 2019-04-30 | 2021-10-05 | Pixart Imaging Inc. | Sensor registering method and event identifying method of smart detection system |
WO2023117560A1 (en) | 2021-12-20 | 2023-06-29 | Bayer Aktiengesellschaft | Tool for identifying measures against hypertension and for their monitoring |
WO2024126178A1 (en) | 2022-12-12 | 2024-06-20 | Bayer Aktiengesellschaft | Monitoring the treatment of hypertension |
CN116543870B (en) * | 2023-07-06 | 2023-10-03 | 首都医科大学附属北京天坛医院 | Method, system, equipment and medium for analyzing drug compliance of hypertension patient |
Citations (131)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3814845A (en) | 1973-03-01 | 1974-06-04 | Bell Telephone Labor Inc | Object positioning |
US5065447A (en) | 1989-07-05 | 1991-11-12 | Iterated Systems, Inc. | Method and apparatus for processing digital data |
US5441047A (en) | 1992-03-25 | 1995-08-15 | David; Daniel | Ambulatory patient health monitoring techniques utilizing interactive visual communication |
US5544649A (en) | 1992-03-25 | 1996-08-13 | Cardiomedix, Inc. | Ambulatory patient health monitoring techniques utilizing interactive visual communication |
US5596994A (en) | 1993-08-30 | 1997-01-28 | Bro; William L. | Automated and interactive behavioral and medical guidance system |
US5619991A (en) | 1995-04-26 | 1997-04-15 | Lucent Technologies Inc. | Delivery of medical services using electronic data communications |
US5646912A (en) | 1996-01-25 | 1997-07-08 | Cousin; Damon S. | Medication compliance, co-ordination and dispensing system |
US5752621A (en) | 1995-03-20 | 1998-05-19 | Eigen Technology Inc. | Smart automatic medication dispenser |
US5764296A (en) | 1993-05-31 | 1998-06-09 | Samsung Electronics Co., Ltd. | Resolution-variable adaptive picture compression |
US5810747A (en) | 1996-08-21 | 1998-09-22 | Interactive Remote Site Technology, Inc. | Remote site medical intervention system |
US5846086A (en) | 1994-07-01 | 1998-12-08 | Massachusetts Institute Of Technology | System for human trajectory learning in virtual environments |
US5911132A (en) | 1995-04-26 | 1999-06-08 | Lucent Technologies Inc. | Method using central epidemiological database |
US5963136A (en) | 1998-07-15 | 1999-10-05 | O'brien; Charles Terrence | Interactive prescription compliance and life safety system |
US5961446A (en) | 1995-10-06 | 1999-10-05 | Tevital Incorporated | Patient terminal for home health care system |
US6151521A (en) | 1997-11-19 | 2000-11-21 | Mitsubishi Denki Kabushiki Kaisha | Medical support system |
US6233428B1 (en) | 1997-09-17 | 2001-05-15 | Bruce Fryer | System and method for distribution of child care training materials and remote monitoring of child care centers |
US6234343B1 (en) | 1999-03-26 | 2001-05-22 | Papp Enterprises, Llc | Automated portable medication radial dispensing apparatus and method |
US6283761B1 (en) | 1992-09-08 | 2001-09-04 | Raymond Anthony Joao | Apparatus and method for processing and/or for providing healthcare information and/or healthcare-related information |
US20010049673A1 (en) | 2000-03-24 | 2001-12-06 | Bridge Medical, Inc. | Method and apparatus for displaying medication information |
US20010056358A1 (en) | 2000-03-24 | 2001-12-27 | Bridge Medical, Inc., | Method and apparatus for providing medication administration warnings |
US20020026330A1 (en) | 2000-08-23 | 2002-02-28 | Klein Edward E. | System and method for patient medication management and compliance using a portable computing device |
US6380858B1 (en) | 1999-12-29 | 2002-04-30 | Becton, Dickinson And Company | Systems and methods for monitoring patient compliance with medication regimens |
US6409661B1 (en) | 1997-03-08 | 2002-06-25 | Remote Diagnostic Technologies Limited | Diagnostic apparatus |
US6421650B1 (en) | 1998-03-04 | 2002-07-16 | Goetech Llc | Medication monitoring system and apparatus |
US20020093429A1 (en) | 2001-01-16 | 2002-07-18 | Yoshiharu Matsushita | Medication-taking confirmation support device |
US20020143563A1 (en) | 2001-04-02 | 2002-10-03 | Hufford Michael R. | System for clinical trial subject compliance |
US6483993B1 (en) | 1999-09-14 | 2002-11-19 | Kabushiki Kaisha Toshiba | Face image photographing apparatus and face image photographing method |
US6484144B2 (en) | 1999-03-23 | 2002-11-19 | Dental Medicine International L.L.C. | Method and system for healthcare treatment planning and assessment |
US20030036683A1 (en) | 2000-05-01 | 2003-02-20 | Kehr Bruce A. | Method, system and computer program product for internet-enabled, patient monitoring system |
US6535637B1 (en) | 1997-04-04 | 2003-03-18 | Esco Electronics, Inc. | Pharmaceutical pill recognition and verification system |
US20030058341A1 (en) | 2001-09-27 | 2003-03-27 | Koninklijke Philips Electronics N.V. | Video based detection of fall-down and other events |
US6611206B2 (en) | 2001-03-15 | 2003-08-26 | Koninklijke Philips Electronics N.V. | Automatic system for monitoring independent person requiring occasional assistance |
US20030164172A1 (en) | 2000-06-09 | 2003-09-04 | Chumas Nicole Jane | Method and apparatus for guiding a surgical instrument |
US6628835B1 (en) | 1998-08-31 | 2003-09-30 | Texas Instruments Incorporated | Method and system for defining and recognizing complex events in a video sequence |
US20030190076A1 (en) | 2002-04-05 | 2003-10-09 | Bruno Delean | Vision-based operating method and system |
US20030225325A1 (en) | 2002-03-07 | 2003-12-04 | Siemens Artiengesellschaft | Method and device for placing a patient repeatedly into the same relative position |
US6705991B2 (en) | 1999-06-03 | 2004-03-16 | Cardiac Intelligence Corporation | System and method for providing patient status diagnosis for use in automated patient care |
US20040100572A1 (en) | 2002-11-25 | 2004-05-27 | Samsung Techwin Co., Ltd. | Method of controlling operation of a digital camera to take an identification photograph |
US20040107116A1 (en) | 1992-11-17 | 2004-06-03 | Health Hero Network, Inc. | Networked health information system for monitoring food intake |
US20040155780A1 (en) | 2003-01-30 | 2004-08-12 | Rapchak Barbara A. | Medication compliance system |
US6879970B2 (en) | 2001-04-02 | 2005-04-12 | Invivodata, Inc. | Apparatus and method for prediction and management of subject compliance in clinical research |
US20050144150A1 (en) | 2003-12-30 | 2005-06-30 | Shankar Ramamurthy | Remote process capture, identification, cataloging and modeling |
US20050149361A1 (en) | 2003-12-30 | 2005-07-07 | Saus Douglas M. | System and method for preemptive determination of the potential for an atypical clinical event related to the administering of medication |
US20050182664A1 (en) | 2004-02-18 | 2005-08-18 | Klaus Abraham-Fuchs | Method of monitoring patient participation in a clinical study |
US20050180610A1 (en) | 2004-02-18 | 2005-08-18 | Fuji Xerox Co., Ltd. | Image processing apparatus |
US20050234381A1 (en) | 2004-03-20 | 2005-10-20 | Guenter Niemetz | Method for allowing operator entries at a medical instrument |
US20050267356A1 (en) | 2004-05-28 | 2005-12-01 | Narayanan Ramasubramanian | Unified ingestion package and process for patient compliance with prescribed medication regimen |
US6988075B1 (en) | 2000-03-15 | 2006-01-17 | Hacker L Leonard | Patient-controlled medical information system and method |
US20060066584A1 (en) | 2004-09-30 | 2006-03-30 | Edward Barkan | Optical touch screen arrangement |
US20060218011A1 (en) | 1995-11-22 | 2006-09-28 | Walker Jay S | Systems and methods for improved health care compliance |
US20060238549A1 (en) | 2000-07-21 | 2006-10-26 | Sony Computer Entertainment Inc. | System and method for object tracking |
US20060294108A1 (en) | 2005-04-14 | 2006-12-28 | Adelson Alex M | System for and method of managing schedule compliance and bidirectionally communicating in real time between a user and a manager |
US20070008112A1 (en) | 2005-06-20 | 2007-01-11 | Edward Covannon | System to monitor the ingestion of medicines |
US20070008113A1 (en) | 2005-06-20 | 2007-01-11 | Eastman Kodak Company | System to monitor the ingestion of medicines |
US20070030363A1 (en) | 2005-08-05 | 2007-02-08 | Hewlett-Packard Development Company, L.P. | Image capture method and apparatus |
US7184075B2 (en) | 2000-12-15 | 2007-02-27 | Leonard Reiffel | Imaged coded data source tracking product |
US7184047B1 (en) | 1996-12-24 | 2007-02-27 | Stephen James Crampton | Method and apparatus for the generation of computer graphic representations of individuals |
US20070118389A1 (en) | 2001-03-09 | 2007-05-24 | Shipon Jacob A | Integrated teleconferencing system |
US7256708B2 (en) | 1999-06-23 | 2007-08-14 | Visicu, Inc. | Telecommunications network for remote patient monitoring |
US20070194034A1 (en) | 2006-02-17 | 2007-08-23 | Vasilios Vasiadis | Device for printing pills, tablets or caplets in a precise manner |
US7277752B2 (en) | 2002-06-11 | 2007-10-02 | Matos Jeffrey A | System for cardiac resuscitation |
US20070233281A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070273504A1 (en) | 2006-05-16 | 2007-11-29 | Bao Tran | Mesh network monitoring appliance |
US7304228B2 (en) | 2003-11-10 | 2007-12-04 | Iowa State University Research Foundation, Inc. | Creating realtime data-driven music using context sensitive grammars and fractal algorithms |
US20070288266A1 (en) | 2006-06-02 | 2007-12-13 | Suzanne Sysko | System and methods for chronic disease management and health assessment |
US20080000979A1 (en) | 2006-06-30 | 2008-01-03 | Poisner David I | Method for identifying pills via an optical device |
US7317967B2 (en) | 2001-12-31 | 2008-01-08 | B. Braun Medical Inc. | Apparatus and method for transferring data to a pharmaceutical compounding system |
US7340077B2 (en) | 2002-02-15 | 2008-03-04 | Canesta, Inc. | Gesture recognition system using depth perceptive sensors |
US20080076973A1 (en) * | 2006-06-01 | 2008-03-27 | Igeacare Systems Inc. | Remote health care system with treatment verification |
US20080093447A1 (en) | 2006-09-29 | 2008-04-24 | Phillip Marc Johnson | Device and method for guiding a user to a communication position |
US20080114490A1 (en) | 2002-09-26 | 2008-05-15 | Stratamed Labs, Inc. | Prescription drug compliance monitoring system |
US20080114226A1 (en) | 2006-09-29 | 2008-05-15 | Doug Music | Systems and methods for user interface and identification in a medical device |
US20080119958A1 (en) | 2006-11-22 | 2008-05-22 | Bear David M | Medication Dispenser with Integrated Monitoring System |
US20080140444A1 (en) | 2006-12-06 | 2008-06-12 | Microsoft Corporation | Patient monitoring via image capture |
US20080138604A1 (en) | 2006-05-02 | 2008-06-12 | John Kenney | Authenticating and identifying objects using markings formed with correlated random patterns |
US7395214B2 (en) | 2001-05-11 | 2008-07-01 | Craig P Shillingburg | Apparatus, device and method for prescribing, administering and monitoring a treatment regimen for a patient |
US20080162192A1 (en) | 2001-11-30 | 2008-07-03 | Glenn Vonk | Medication adherence system |
US20080172253A1 (en) | 2007-01-11 | 2008-07-17 | The Hong Kong Polytechnic University | System and method for administering medication |
US20080178126A1 (en) | 2007-01-24 | 2008-07-24 | Microsoft Corporation | Gesture recognition interactive feedback |
US7415447B2 (en) | 2001-04-02 | 2008-08-19 | Invivodata, Inc. | Apparatus and method for prediction and management of participant compliance in clinical research |
US20080201174A1 (en) | 2005-08-29 | 2008-08-21 | Narayanan Ramasubramanian | Personalized medical adherence management system |
US20080219493A1 (en) | 2004-03-30 | 2008-09-11 | Yoav Tadmor | Image Processing System |
US7448544B1 (en) | 2000-11-16 | 2008-11-11 | Gsl Solutions, Inc. | Tracking system for individual detection of prescription orders contained within a bulk container |
US20080290168A1 (en) | 1996-05-31 | 2008-11-27 | Scott Lindsay Sullivan | Pill printing identification |
US20080297589A1 (en) | 2007-05-31 | 2008-12-04 | Kurtz Andrew F | Eye gazing imaging for video communications |
US20080303638A1 (en) | 2007-03-24 | 2008-12-11 | Hap Nguyen | Portable patient devices, systems, and methods for providing patient aid and preventing medical errors, for monitoring patient use of ingestible medications, and for preventing distribution of counterfeit drugs |
US20090012818A1 (en) | 2007-07-06 | 2009-01-08 | Valence Broadband, Inc. | Dispensing medication and verifying proper medication use |
US20090018867A1 (en) | 2004-07-09 | 2009-01-15 | Bruce Reiner | Gesture-based communication and reporting system |
US20090043610A1 (en) | 2007-08-07 | 2009-02-12 | Walgreen Co. | Comprehensive medication management system |
US20090048871A1 (en) | 2007-08-16 | 2009-02-19 | Qualcomm Incorporated | Mobile wireless medication management system |
US20090095837A1 (en) | 2007-05-11 | 2009-04-16 | Saab Ab | Device and method for a sight |
US20090128330A1 (en) | 2007-07-12 | 2009-05-21 | Henry Schein, Inc. | Injection device and case with reporting ability |
US20090159714A1 (en) | 2007-12-21 | 2009-06-25 | Coyne Iii Martin M | Medication Administration Tracking |
US7562121B2 (en) | 2004-08-04 | 2009-07-14 | Kimberco, Inc. | Computer-automated system and method of assessing the orientation, awareness and responses of a person with reduced capacity |
US20090217194A1 (en) | 2008-02-24 | 2009-08-27 | Neil Martin | Intelligent Dashboards |
US20090245655A1 (en) | 2008-03-25 | 2009-10-01 | Seiko Epson Corporation | Detection of Face Area and Organ Area in Image |
US7627142B2 (en) | 2004-04-02 | 2009-12-01 | K-Nfb Reading Technology, Inc. | Gesture processing with low resolution images with high resolution processing for optical character recognition for a reading machine |
US7657443B2 (en) | 2003-12-19 | 2010-02-02 | Carefusion 303, Inc. | Intravenous medication harm index system |
US20100042430A1 (en) | 2008-08-12 | 2010-02-18 | Irody Inc | System and method for collecting and authenticating medication consumption |
US20100050134A1 (en) | 2008-07-24 | 2010-02-25 | Gesturetek, Inc. | Enhanced detection of circular engagement gesture |
US20100057646A1 (en) | 2008-02-24 | 2010-03-04 | Martin Neil A | Intelligent Dashboards With Heuristic Learning |
US7692625B2 (en) | 2000-07-05 | 2010-04-06 | Smart Technologies Ulc | Camera-based touch system |
US20100092093A1 (en) | 2007-02-13 | 2010-04-15 | Olympus Corporation | Feature matching method |
US20100136509A1 (en) | 2007-07-02 | 2010-06-03 | Alden Mejer | System and method for clinical trial investigator meeting delivery and training including dynamic media enrichment |
US20100138154A1 (en) | 2008-07-02 | 2010-06-03 | Sony Corporation | Information display method, information processing apparatus, and information display program |
US7747454B2 (en) | 2006-05-06 | 2010-06-29 | Irody, Inc. | System and method for real time management of a drug regimen |
US7761311B2 (en) | 2004-03-23 | 2010-07-20 | Board Of Regents, The University Of Texas System | Pharmaceutical treatment effectiveness analysis computer system and methods |
US7769465B2 (en) | 2003-06-11 | 2010-08-03 | Matos Jeffrey A | System for cardiac resuscitation |
US7774075B2 (en) | 2002-11-06 | 2010-08-10 | Lin Julius J Y | Audio-visual three-dimensional input/output |
US20100255598A1 (en) | 2007-02-22 | 2010-10-07 | Melker Richard J | Medication Adherence Monitoring System |
US20100262436A1 (en) | 2009-04-11 | 2010-10-14 | Chen Ying-Yu | Medical information system for cost-effective management of health care |
US20100316979A1 (en) | 2007-02-26 | 2010-12-16 | Gottfried Von Bismarck | Dummy device, system and method for patient-based medication using medicinal and/or pharmaceutical and/or dietary supplement products for a patient |
US7874984B2 (en) | 1998-08-28 | 2011-01-25 | Celgene Corporation | Methods for delivering a drug to a patient while preventing the exposure of a foetus or other contraindicated individual to the drug |
US20110021952A1 (en) | 2009-07-27 | 2011-01-27 | Anthony Vallone | Event-based health activity tracking with icon-based user interface |
US7881537B2 (en) * | 2006-01-31 | 2011-02-01 | Honeywell International Inc. | Automated activity detection using supervised learning |
US7908155B2 (en) | 2002-04-12 | 2011-03-15 | Becton, Dickinson And Company | System for collecting, storing, presenting and analyzing immunization data having remote stations in communication with a vaccine and disease database over a network |
US7912733B2 (en) | 2005-05-04 | 2011-03-22 | Board Of Regents, The University Of Texas System | System, method and program product for delivering medical services from a remote location |
US7945450B2 (en) | 1995-10-06 | 2011-05-17 | Strawder Glenn G | Method for monitoring radiology machines, operators and examinations |
US20110119073A1 (en) | 2009-11-18 | 2011-05-19 | Al Cure Technologies LLC | Method and Apparatus for Verification of Medication Administration Adherence |
US7956727B2 (en) | 2007-03-22 | 2011-06-07 | Carespeak Communications, Inc. | Methods and systems for medication management |
US20110153360A1 (en) | 2009-12-23 | 2011-06-23 | Al Cure Technologies LLC | Method and Apparatus for Verification of Clinical Trial Adherence |
US20110161109A1 (en) | 2009-12-31 | 2011-06-30 | Mckesson Financial Holdings Limited | Systems and methods for providing adherence-based messages and benefits |
US20110195520A1 (en) | 2010-02-11 | 2011-08-11 | Ameritox, Ltd. | Methods of normalizing measured drug concentrations and testing for non-compliance with a drug treatment regimen |
US20110275051A1 (en) | 2010-05-06 | 2011-11-10 | Ai Cure Technologies Llc | Apparatus and method for recognition of patient activities when obtaining protocol adherence data |
US20120011575A1 (en) | 2010-07-09 | 2012-01-12 | William Roberts Cheswick | Methods, Systems, and Products for Authenticating Users |
US20120075464A1 (en) | 2010-09-23 | 2012-03-29 | Stryker Corporation | Video monitoring system |
US20120081551A1 (en) | 2009-04-24 | 2012-04-05 | Yoshiro Mizuno | Monitoring System |
US20120140068A1 (en) | 2005-05-06 | 2012-06-07 | E-Watch, Inc. | Medical Situational Awareness System |
US20120182380A1 (en) | 2010-04-19 | 2012-07-19 | Business Breakthrough Inc. | Audio-visual terminal, viewing authentication system and control program |
US8370262B2 (en) | 2007-11-26 | 2013-02-05 | Biometry.Com Ag | System and method for performing secure online transactions |
US8606595B2 (en) | 2011-06-17 | 2013-12-10 | Sanjay Udani | Methods and systems for assuring compliance |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20040210159A1 (en) * | 2003-04-15 | 2004-10-21 | Osman Kibar | Determining a psychological state of a subject |
US20070132597A1 (en) | 2005-12-09 | 2007-06-14 | Valence Broadband, Inc. | Methods and systems for monitoring patient support exiting and initiating response |
US8086470B2 (en) | 2008-02-12 | 2011-12-27 | Steven Siegel | System and method for monitoring medication prescriptions using biometric identification and verification |
-
2009
- 2009-11-18 US US12/620,686 patent/US20110119073A1/en not_active Abandoned
-
2012
- 2012-07-26 US US13/558,377 patent/US8781856B2/en active Active
-
2014
- 2014-06-04 US US14/295,485 patent/US10297030B2/en active Active
-
2016
- 2016-01-06 US US14/989,083 patent/US10388023B2/en active Active
- 2016-01-06 US US14/989,112 patent/US10297032B2/en active Active
- 2016-01-06 US US14/989,156 patent/US10380744B2/en active Active
- 2016-01-06 US US14/989,179 patent/US10402982B2/en active Active
-
2019
- 2019-08-02 US US16/530,073 patent/US10929983B2/en active Active
-
2021
- 2021-02-18 US US17/179,277 patent/US11646115B2/en active Active
-
2023
- 2023-03-30 US US18/193,467 patent/US11923083B2/en active Active
Patent Citations (142)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3814845A (en) | 1973-03-01 | 1974-06-04 | Bell Telephone Labor Inc | Object positioning |
US5065447A (en) | 1989-07-05 | 1991-11-12 | Iterated Systems, Inc. | Method and apparatus for processing digital data |
US5441047A (en) | 1992-03-25 | 1995-08-15 | David; Daniel | Ambulatory patient health monitoring techniques utilizing interactive visual communication |
US5544649A (en) | 1992-03-25 | 1996-08-13 | Cardiomedix, Inc. | Ambulatory patient health monitoring techniques utilizing interactive visual communication |
US6283761B1 (en) | 1992-09-08 | 2001-09-04 | Raymond Anthony Joao | Apparatus and method for processing and/or for providing healthcare information and/or healthcare-related information |
US20040107116A1 (en) | 1992-11-17 | 2004-06-03 | Health Hero Network, Inc. | Networked health information system for monitoring food intake |
US5764296A (en) | 1993-05-31 | 1998-06-09 | Samsung Electronics Co., Ltd. | Resolution-variable adaptive picture compression |
US5596994A (en) | 1993-08-30 | 1997-01-28 | Bro; William L. | Automated and interactive behavioral and medical guidance system |
US5846086A (en) | 1994-07-01 | 1998-12-08 | Massachusetts Institute Of Technology | System for human trajectory learning in virtual environments |
US5752621A (en) | 1995-03-20 | 1998-05-19 | Eigen Technology Inc. | Smart automatic medication dispenser |
US5911132A (en) | 1995-04-26 | 1999-06-08 | Lucent Technologies Inc. | Method using central epidemiological database |
US5619991A (en) | 1995-04-26 | 1997-04-15 | Lucent Technologies Inc. | Delivery of medical services using electronic data communications |
US5961446A (en) | 1995-10-06 | 1999-10-05 | Tevital Incorporated | Patient terminal for home health care system |
US7945450B2 (en) | 1995-10-06 | 2011-05-17 | Strawder Glenn G | Method for monitoring radiology machines, operators and examinations |
US20060218011A1 (en) | 1995-11-22 | 2006-09-28 | Walker Jay S | Systems and methods for improved health care compliance |
US5646912A (en) | 1996-01-25 | 1997-07-08 | Cousin; Damon S. | Medication compliance, co-ordination and dispensing system |
US20080290168A1 (en) | 1996-05-31 | 2008-11-27 | Scott Lindsay Sullivan | Pill printing identification |
US5810747A (en) | 1996-08-21 | 1998-09-22 | Interactive Remote Site Technology, Inc. | Remote site medical intervention system |
US7184047B1 (en) | 1996-12-24 | 2007-02-27 | Stephen James Crampton | Method and apparatus for the generation of computer graphic representations of individuals |
US6409661B1 (en) | 1997-03-08 | 2002-06-25 | Remote Diagnostic Technologies Limited | Diagnostic apparatus |
US6535637B1 (en) | 1997-04-04 | 2003-03-18 | Esco Electronics, Inc. | Pharmaceutical pill recognition and verification system |
US6233428B1 (en) | 1997-09-17 | 2001-05-15 | Bruce Fryer | System and method for distribution of child care training materials and remote monitoring of child care centers |
US6151521A (en) | 1997-11-19 | 2000-11-21 | Mitsubishi Denki Kabushiki Kaisha | Medical support system |
US6421650B1 (en) | 1998-03-04 | 2002-07-16 | Goetech Llc | Medication monitoring system and apparatus |
US5963136A (en) | 1998-07-15 | 1999-10-05 | O'brien; Charles Terrence | Interactive prescription compliance and life safety system |
US7874984B2 (en) | 1998-08-28 | 2011-01-25 | Celgene Corporation | Methods for delivering a drug to a patient while preventing the exposure of a foetus or other contraindicated individual to the drug |
US6628835B1 (en) | 1998-08-31 | 2003-09-30 | Texas Instruments Incorporated | Method and system for defining and recognizing complex events in a video sequence |
US6484144B2 (en) | 1999-03-23 | 2002-11-19 | Dental Medicine International L.L.C. | Method and system for healthcare treatment planning and assessment |
US6234343B1 (en) | 1999-03-26 | 2001-05-22 | Papp Enterprises, Llc | Automated portable medication radial dispensing apparatus and method |
US6705991B2 (en) | 1999-06-03 | 2004-03-16 | Cardiac Intelligence Corporation | System and method for providing patient status diagnosis for use in automated patient care |
US7256708B2 (en) | 1999-06-23 | 2007-08-14 | Visicu, Inc. | Telecommunications network for remote patient monitoring |
US7307543B2 (en) | 1999-06-23 | 2007-12-11 | Visicu, Inc. | System and method for video observation of a patient in a health care location |
US6483993B1 (en) | 1999-09-14 | 2002-11-19 | Kabushiki Kaisha Toshiba | Face image photographing apparatus and face image photographing method |
US6380858B1 (en) | 1999-12-29 | 2002-04-30 | Becton, Dickinson And Company | Systems and methods for monitoring patient compliance with medication regimens |
US6988075B1 (en) | 2000-03-15 | 2006-01-17 | Hacker L Leonard | Patient-controlled medical information system and method |
US20010049673A1 (en) | 2000-03-24 | 2001-12-06 | Bridge Medical, Inc. | Method and apparatus for displaying medication information |
US20010056358A1 (en) | 2000-03-24 | 2001-12-27 | Bridge Medical, Inc., | Method and apparatus for providing medication administration warnings |
US20030036683A1 (en) | 2000-05-01 | 2003-02-20 | Kehr Bruce A. | Method, system and computer program product for internet-enabled, patient monitoring system |
US20030164172A1 (en) | 2000-06-09 | 2003-09-04 | Chumas Nicole Jane | Method and apparatus for guiding a surgical instrument |
US7692625B2 (en) | 2000-07-05 | 2010-04-06 | Smart Technologies Ulc | Camera-based touch system |
US20060238549A1 (en) | 2000-07-21 | 2006-10-26 | Sony Computer Entertainment Inc. | System and method for object tracking |
US20020026330A1 (en) | 2000-08-23 | 2002-02-28 | Klein Edward E. | System and method for patient medication management and compliance using a portable computing device |
US7448544B1 (en) | 2000-11-16 | 2008-11-11 | Gsl Solutions, Inc. | Tracking system for individual detection of prescription orders contained within a bulk container |
US7184075B2 (en) | 2000-12-15 | 2007-02-27 | Leonard Reiffel | Imaged coded data source tracking product |
US20020093429A1 (en) | 2001-01-16 | 2002-07-18 | Yoshiharu Matsushita | Medication-taking confirmation support device |
US20070118389A1 (en) | 2001-03-09 | 2007-05-24 | Shipon Jacob A | Integrated teleconferencing system |
US6611206B2 (en) | 2001-03-15 | 2003-08-26 | Koninklijke Philips Electronics N.V. | Automatic system for monitoring independent person requiring occasional assistance |
US20020143563A1 (en) | 2001-04-02 | 2002-10-03 | Hufford Michael R. | System for clinical trial subject compliance |
US6879970B2 (en) | 2001-04-02 | 2005-04-12 | Invivodata, Inc. | Apparatus and method for prediction and management of subject compliance in clinical research |
US7415447B2 (en) | 2001-04-02 | 2008-08-19 | Invivodata, Inc. | Apparatus and method for prediction and management of participant compliance in clinical research |
US8065180B2 (en) | 2001-04-02 | 2011-11-22 | invivodata®, Inc. | System for clinical trial subject compliance |
US7395214B2 (en) | 2001-05-11 | 2008-07-01 | Craig P Shillingburg | Apparatus, device and method for prescribing, administering and monitoring a treatment regimen for a patient |
US20080275738A1 (en) | 2001-05-11 | 2008-11-06 | Shillingburg Craig P | Apparatus, device and method for prescribing, administering and monitoring a treatment regimen for a patient |
US20030058341A1 (en) | 2001-09-27 | 2003-03-27 | Koninklijke Philips Electronics N.V. | Video based detection of fall-down and other events |
US20080162192A1 (en) | 2001-11-30 | 2008-07-03 | Glenn Vonk | Medication adherence system |
US7317967B2 (en) | 2001-12-31 | 2008-01-08 | B. Braun Medical Inc. | Apparatus and method for transferring data to a pharmaceutical compounding system |
US7340077B2 (en) | 2002-02-15 | 2008-03-04 | Canesta, Inc. | Gesture recognition system using depth perceptive sensors |
US20030225325A1 (en) | 2002-03-07 | 2003-12-04 | Siemens Artiengesellschaft | Method and device for placing a patient repeatedly into the same relative position |
US20030190076A1 (en) | 2002-04-05 | 2003-10-09 | Bruno Delean | Vision-based operating method and system |
US7908155B2 (en) | 2002-04-12 | 2011-03-15 | Becton, Dickinson And Company | System for collecting, storing, presenting and analyzing immunization data having remote stations in communication with a vaccine and disease database over a network |
US7277752B2 (en) | 2002-06-11 | 2007-10-02 | Matos Jeffrey A | System for cardiac resuscitation |
US20080114490A1 (en) | 2002-09-26 | 2008-05-15 | Stratamed Labs, Inc. | Prescription drug compliance monitoring system |
US7774075B2 (en) | 2002-11-06 | 2010-08-10 | Lin Julius J Y | Audio-visual three-dimensional input/output |
US20040100572A1 (en) | 2002-11-25 | 2004-05-27 | Samsung Techwin Co., Ltd. | Method of controlling operation of a digital camera to take an identification photograph |
US20040155780A1 (en) | 2003-01-30 | 2004-08-12 | Rapchak Barbara A. | Medication compliance system |
US7769465B2 (en) | 2003-06-11 | 2010-08-03 | Matos Jeffrey A | System for cardiac resuscitation |
US7304228B2 (en) | 2003-11-10 | 2007-12-04 | Iowa State University Research Foundation, Inc. | Creating realtime data-driven music using context sensitive grammars and fractal algorithms |
US7657443B2 (en) | 2003-12-19 | 2010-02-02 | Carefusion 303, Inc. | Intravenous medication harm index system |
US20050149361A1 (en) | 2003-12-30 | 2005-07-07 | Saus Douglas M. | System and method for preemptive determination of the potential for an atypical clinical event related to the administering of medication |
US20050144150A1 (en) | 2003-12-30 | 2005-06-30 | Shankar Ramamurthy | Remote process capture, identification, cataloging and modeling |
US20050182664A1 (en) | 2004-02-18 | 2005-08-18 | Klaus Abraham-Fuchs | Method of monitoring patient participation in a clinical study |
US20050180610A1 (en) | 2004-02-18 | 2005-08-18 | Fuji Xerox Co., Ltd. | Image processing apparatus |
US20050234381A1 (en) | 2004-03-20 | 2005-10-20 | Guenter Niemetz | Method for allowing operator entries at a medical instrument |
US7761311B2 (en) | 2004-03-23 | 2010-07-20 | Board Of Regents, The University Of Texas System | Pharmaceutical treatment effectiveness analysis computer system and methods |
US20080219493A1 (en) | 2004-03-30 | 2008-09-11 | Yoav Tadmor | Image Processing System |
US7627142B2 (en) | 2004-04-02 | 2009-12-01 | K-Nfb Reading Technology, Inc. | Gesture processing with low resolution images with high resolution processing for optical character recognition for a reading machine |
US7712288B2 (en) | 2004-05-28 | 2010-05-11 | Narayanan Ramasubramanian | Unified ingestion package and process for patient compliance with prescribed medication regimen |
US20050267356A1 (en) | 2004-05-28 | 2005-12-01 | Narayanan Ramasubramanian | Unified ingestion package and process for patient compliance with prescribed medication regimen |
US20090018867A1 (en) | 2004-07-09 | 2009-01-15 | Bruce Reiner | Gesture-based communication and reporting system |
US7562121B2 (en) | 2004-08-04 | 2009-07-14 | Kimberco, Inc. | Computer-automated system and method of assessing the orientation, awareness and responses of a person with reduced capacity |
US20060066584A1 (en) | 2004-09-30 | 2006-03-30 | Edward Barkan | Optical touch screen arrangement |
US20060294108A1 (en) | 2005-04-14 | 2006-12-28 | Adelson Alex M | System for and method of managing schedule compliance and bidirectionally communicating in real time between a user and a manager |
US7912733B2 (en) | 2005-05-04 | 2011-03-22 | Board Of Regents, The University Of Texas System | System, method and program product for delivering medical services from a remote location |
US8321284B2 (en) | 2005-05-04 | 2012-11-27 | Board Of Regents, The University Of Texas System | System, method, and program product for delivering medical services from a remote location |
US20120140068A1 (en) | 2005-05-06 | 2012-06-07 | E-Watch, Inc. | Medical Situational Awareness System |
US20070008112A1 (en) | 2005-06-20 | 2007-01-11 | Edward Covannon | System to monitor the ingestion of medicines |
US20070008113A1 (en) | 2005-06-20 | 2007-01-11 | Eastman Kodak Company | System to monitor the ingestion of medicines |
US20070030363A1 (en) | 2005-08-05 | 2007-02-08 | Hewlett-Packard Development Company, L.P. | Image capture method and apparatus |
US20080201174A1 (en) | 2005-08-29 | 2008-08-21 | Narayanan Ramasubramanian | Personalized medical adherence management system |
US7881537B2 (en) * | 2006-01-31 | 2011-02-01 | Honeywell International Inc. | Automated activity detection using supervised learning |
US20070194034A1 (en) | 2006-02-17 | 2007-08-23 | Vasilios Vasiadis | Device for printing pills, tablets or caplets in a precise manner |
US20070233050A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070233281A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070233521A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070233035A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070233520A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20070233049A1 (en) | 2006-03-28 | 2007-10-04 | Hospira, Inc. | Medication administration and management system and method |
US20080138604A1 (en) | 2006-05-02 | 2008-06-12 | John Kenney | Authenticating and identifying objects using markings formed with correlated random patterns |
US7747454B2 (en) | 2006-05-06 | 2010-06-29 | Irody, Inc. | System and method for real time management of a drug regimen |
US20070273504A1 (en) | 2006-05-16 | 2007-11-29 | Bao Tran | Mesh network monitoring appliance |
US20080076973A1 (en) * | 2006-06-01 | 2008-03-27 | Igeacare Systems Inc. | Remote health care system with treatment verification |
US20070288266A1 (en) | 2006-06-02 | 2007-12-13 | Suzanne Sysko | System and methods for chronic disease management and health assessment |
US20080000979A1 (en) | 2006-06-30 | 2008-01-03 | Poisner David I | Method for identifying pills via an optical device |
US20080114226A1 (en) | 2006-09-29 | 2008-05-15 | Doug Music | Systems and methods for user interface and identification in a medical device |
US20080093447A1 (en) | 2006-09-29 | 2008-04-24 | Phillip Marc Johnson | Device and method for guiding a user to a communication position |
US20080119958A1 (en) | 2006-11-22 | 2008-05-22 | Bear David M | Medication Dispenser with Integrated Monitoring System |
US20080140444A1 (en) | 2006-12-06 | 2008-06-12 | Microsoft Corporation | Patient monitoring via image capture |
US7983933B2 (en) | 2006-12-06 | 2011-07-19 | Microsoft Corporation | Patient monitoring via image capture |
US20080172253A1 (en) | 2007-01-11 | 2008-07-17 | The Hong Kong Polytechnic University | System and method for administering medication |
US20080178126A1 (en) | 2007-01-24 | 2008-07-24 | Microsoft Corporation | Gesture recognition interactive feedback |
US20100092093A1 (en) | 2007-02-13 | 2010-04-15 | Olympus Corporation | Feature matching method |
US20100255598A1 (en) | 2007-02-22 | 2010-10-07 | Melker Richard J | Medication Adherence Monitoring System |
US20100316979A1 (en) | 2007-02-26 | 2010-12-16 | Gottfried Von Bismarck | Dummy device, system and method for patient-based medication using medicinal and/or pharmaceutical and/or dietary supplement products for a patient |
US7956727B2 (en) | 2007-03-22 | 2011-06-07 | Carespeak Communications, Inc. | Methods and systems for medication management |
US20080303638A1 (en) | 2007-03-24 | 2008-12-11 | Hap Nguyen | Portable patient devices, systems, and methods for providing patient aid and preventing medical errors, for monitoring patient use of ingestible medications, and for preventing distribution of counterfeit drugs |
US20090095837A1 (en) | 2007-05-11 | 2009-04-16 | Saab Ab | Device and method for a sight |
US20080297589A1 (en) | 2007-05-31 | 2008-12-04 | Kurtz Andrew F | Eye gazing imaging for video communications |
US20100136509A1 (en) | 2007-07-02 | 2010-06-03 | Alden Mejer | System and method for clinical trial investigator meeting delivery and training including dynamic media enrichment |
US20090012818A1 (en) | 2007-07-06 | 2009-01-08 | Valence Broadband, Inc. | Dispensing medication and verifying proper medication use |
US20090128330A1 (en) | 2007-07-12 | 2009-05-21 | Henry Schein, Inc. | Injection device and case with reporting ability |
US20090043610A1 (en) | 2007-08-07 | 2009-02-12 | Walgreen Co. | Comprehensive medication management system |
US20090048871A1 (en) | 2007-08-16 | 2009-02-19 | Qualcomm Incorporated | Mobile wireless medication management system |
US8370262B2 (en) | 2007-11-26 | 2013-02-05 | Biometry.Com Ag | System and method for performing secure online transactions |
US20090159714A1 (en) | 2007-12-21 | 2009-06-25 | Coyne Iii Martin M | Medication Administration Tracking |
US20100057646A1 (en) | 2008-02-24 | 2010-03-04 | Martin Neil A | Intelligent Dashboards With Heuristic Learning |
US20090217194A1 (en) | 2008-02-24 | 2009-08-27 | Neil Martin | Intelligent Dashboards |
US20090245655A1 (en) | 2008-03-25 | 2009-10-01 | Seiko Epson Corporation | Detection of Face Area and Organ Area in Image |
US20100138154A1 (en) | 2008-07-02 | 2010-06-03 | Sony Corporation | Information display method, information processing apparatus, and information display program |
US20100050134A1 (en) | 2008-07-24 | 2010-02-25 | Gesturetek, Inc. | Enhanced detection of circular engagement gesture |
US20100042430A1 (en) | 2008-08-12 | 2010-02-18 | Irody Inc | System and method for collecting and authenticating medication consumption |
US20100262436A1 (en) | 2009-04-11 | 2010-10-14 | Chen Ying-Yu | Medical information system for cost-effective management of health care |
US20120081551A1 (en) | 2009-04-24 | 2012-04-05 | Yoshiro Mizuno | Monitoring System |
US20110021952A1 (en) | 2009-07-27 | 2011-01-27 | Anthony Vallone | Event-based health activity tracking with icon-based user interface |
US20110119073A1 (en) | 2009-11-18 | 2011-05-19 | Al Cure Technologies LLC | Method and Apparatus for Verification of Medication Administration Adherence |
US20110153360A1 (en) | 2009-12-23 | 2011-06-23 | Al Cure Technologies LLC | Method and Apparatus for Verification of Clinical Trial Adherence |
US20110161109A1 (en) | 2009-12-31 | 2011-06-30 | Mckesson Financial Holdings Limited | Systems and methods for providing adherence-based messages and benefits |
US20110195520A1 (en) | 2010-02-11 | 2011-08-11 | Ameritox, Ltd. | Methods of normalizing measured drug concentrations and testing for non-compliance with a drug treatment regimen |
US20120182380A1 (en) | 2010-04-19 | 2012-07-19 | Business Breakthrough Inc. | Audio-visual terminal, viewing authentication system and control program |
US20110275051A1 (en) | 2010-05-06 | 2011-11-10 | Ai Cure Technologies Llc | Apparatus and method for recognition of patient activities when obtaining protocol adherence data |
US20120011575A1 (en) | 2010-07-09 | 2012-01-12 | William Roberts Cheswick | Methods, Systems, and Products for Authenticating Users |
US20120075464A1 (en) | 2010-09-23 | 2012-03-29 | Stryker Corporation | Video monitoring system |
US8606595B2 (en) | 2011-06-17 | 2013-12-10 | Sanjay Udani | Methods and systems for assuring compliance |
Non-Patent Citations (57)
Title |
---|
Ammouri, S.; Biloduau, G.-A, "Face and Hands Detectionand Tracking Applied to the Monitoring of Medication Intake," Computer and Robot Vision, 2008. CRV '08. Canadian Conference on, vol. No., pp. 147, 154, May 28-30, 2008. |
Batz, et al. "A computer Vision System for Monitoring Medicaiton Intake," in Proc. IEEE 2nd Canadian Conf. on Computer and Robot Vision, Victoria, BC, Canada, 2005, pp. 362-369. |
Bilodeau et al. Monitoring of Medication Intake Using a Camera System. Journal of Medical Systems 2011. [retrieved on Feb. 18, 2013] Retrieved from ProQuest Technology Collection. |
Chen, Pauline W., "Texting as a Health Tool for Teenagers", The New York Times, Nov. 5, 2009, http://www.nytimes.com/2009/11/05/health/05chen.html?_r=1&emc=. |
Danya International, Inc., "Pilot Study Using Cell Phones for Mobile Direct Observation Treatment to Monitor Medication Compliance of TB Patients", Mar. 20, 2009, www.danya.com/MDOT.asp. |
Final Office Action from PTO, Cited in AI-0001-U1 (U.S. Appl. No. 12/620,686), (dated May 8, 2012), 1-24. |
Final Office Action from PTO, Cited in AI-0001-U2 (U.S. Appl. No. 13/558,377), dated May 7, 2013, 1-29. |
Final Office Action from PTO, Cited in AI-0002-U1 (U.S. Appl. No. 12/646,383), (dated May 8, 2012), 1-31. |
Final Office Action from PTO, Cited in AI-0002-U2 (U.S. Appl. No. 13/588,380), (dated Mar. 1, 2013), 1-27. |
Final Office Action from PTO, Cited in AI-0003-U1 (U.S. Appl. No. 12/646,603), (dated Feb. 1, 2012), 1-17. |
Final Office Action from PTO, Cited in AI-0004-U1 (U.S. Appl. No. 12/728,721), (dated Apr. 12, 2012), 1-31. |
Final Office Action from PTO, Cited in AI-0005-U1 (U.S. Appl. No. 12/815,037), (dated Sep. 13, 2012), 1-15. |
Final Office Action from PTO, Cited in AI-0006-U1 (U.S. Appl. No. 12/899,510), (dated Aug. 28, 2013). |
Final Office Action from PTO, Cited in AI-0008-U1 (U.S. Appl. No. 12/898,338), dated Nov. 9, 2012), 1-12. |
Final Office Action from PTO, Cited in AI-0012-U1 (U.S. Appl. No. 13/189,518), (dated Jul. 23, 2013), 1-16. |
Global Tuberculosis Control: A short update to the 2009 report, World Health Organization, (2009). |
Huynh et al., "Real time detection, tracking and recognition of medication intake." World Academy of Science, Engineering and Technology 60 (2009), 280-287. |
International Preliminary Report on Patentability, cited in AI-0001-PCT1 (PCT/US2010/056935) (dated May 31, 2012), 1-8. |
Mintchell, "Exploring the Limits of Machine Vision", Automating World, Oct. 1, 2011. |
Non-Final Office Action from PTO, Cited in AI-0001-U1 (U.S. Appl. No. 12/620.686), (dated Dec. 21, 2011),1-78. |
Non-Final Office Action from PTO, Cited in AI-0001-U2 (U.S. Appl. No. 13/558,377), (dated Oct. 22, 2012), 1-21. |
Non-Final Office Action from PTO, Cited in AI-0002-U1 (U.S. Appl. No. 12/646,383), (dated Dec. 22, 2011),1-78. |
Non-Final Office Action from PTO, Cited in AI-0002-U2 (U.S. Appl. No. 13/558,380), (dated Oct. 4, 2012), 1-20. |
Non-Final Office Action from PTO, Cited in AI-0003-U1 (U.S. Appl. No. 12/646,603), (dated Jun. 13, 2013), 1-16. |
Non-Final Office Action from PTO, Cited in AI-0003-U1 (U.S. Appl. No. 12/646,603), (dated Oct. 13, 2011),1-74. |
Non-Final Office Action from PTO, Cited in AI-0004-U1 (U.S. Appl. No. 12/728,721), (dated Jan. 6, 2012), 1-31. |
Non-Final Office Action from PTO, Cited in AI-0004-U1 (U.S. Appl. No. 12/728,721), (dated May 9, 2013), 1-25. |
Non-Final Office Action from PTO, Cited in AI-0005-U1 (U.S. Appl. No. 12/815,037), (dated Jul. 18, 2013), 1-19. |
Non-Final Office Action from PTO, Cited in AI-0005-U1 (U.S. Appl. No. 12/815,037), (dated Mar. 28, 2012),1-17. |
Non-Final Office Action from PTO, Cited in AI-0006-U1 (U.S. Appl. No. 12/899,510), (dated Jan. 23, 2013), 1-20. |
Non-Final Office Action from PTO, Cited in AI-0008-U1 (U.S. Appl. No. 12/898,338), (dated Jun. 19, 2012), 1-16. |
Non-Final Office Action from PTO, Cited in AI-0012-U1 (U.S. Appl. No. 13/189,518), (dated Dec. 21, 2012), 1-10. |
Non-Final Office Action from PTO, Cited in AI-0013-U1 (U.S. Appl. No. 13/235,387), dated Sep. 12, 2013), 1-16. |
Osterberg, Lars and Blaschke, Terrence, "Adherence to Medication", New England Journal of Medicine 2005; 353:487-97, Aug. 4, 2005. |
PCT Search report and written opinion, Cited in AI-0001-PCT1 (PCT/US2010/56935, (dated Dec. 1, 2011),1-9. |
PCT Search report and written opinion, Cited in AI-0005-PCT1 (PCT/US2011/35093, (dated Dec. 9, 2011),1-8. |
PCT Search report and written opinion, Cited in AI-0006-PCT1 (PCT/US11/54666), (dated Feb. 28, 2012), 1-13. |
PCT Search report and written opinion, Cited in AI-0008-PCT1 (PCT/US11/54668), dated Feb. 28, 2012, 1-12. |
PCT Search report and written opinion, Cited in AI-0012-PCT1 (PCT/US12/41785), (dated Aug. 17, 2012), 1-10. |
PCT Search report and written opinion, Cited in AI-0013-PCT1 (PCT/US12/42843), (dated Aug. 31, 2012), 1-8. |
PCT Search report and written opinion, Cited in AI-0018-PCT1 (PCT/US2012/051554), (dated Oct. 19, 2012), 1-12. |
PCT Search report and written opinion, Cited in AI-0019-PCT (PCT/US12/59139), (dated Dec. 18, 2012), 1-15. |
PCT Search report and written Opinion, Cited in AI-0020-PCT1 (PCT/US13/20026), (dated Aug. 5, 2013), 1-14. |
PR Newswire. "Pilot Study Using Video Cell Phones for Mobile Direct Observation (MOOT) to Monitor Medication Compliance of TB Patients." New York: Mar. 23, 2009. |
Super-Resolution, Wikipedia, (Oct. 5, 2010). |
U.S. Appl. No. 12/620,686, filed Nov. 18, 2009, Hanina et al. |
U.S. Appl. No. 13/558,377, filed Jul. 26, 2012, Hanina et al. |
U.S. Appl. No. 14/295,485, filed Jun. 4, 2014, Hanina et al. |
U.S. Appl. No. 14/295,485, filed Jun. 4, 2014. |
U.S. Appl. No. 14/989,083, filed Jan. 6, 2016. |
U.S. Appl. No. 14/989,156, filed Jan. 6, 2016. |
U.S. Appl. No. 14/989,179, filed Jan. 6, 2016. |
University of Texas, GuideView, Mar. 15, 2007, http://www.sahs.uth.tmc.edu/MSriram/GuideView/. |
V.F.S. Fook et al. "Smart Mote-Based Medical System for Monitoring and Handling Medication Among Persons with Dementia." ICOST 2007, LNCS 4541, pp. 54-62, 2007. |
Valin, et al. "Video Surveillance of Medication intake", Int. Conf. of the IEEE Engineering in Medicine and Biology Society, New York City, USA, Aug. 2006. |
Wang et al. "Recent Developments in human motion analysis." Pattern Recognition 36 (220) 585-601 (Nov. 2001). |
Whitecup, Morris S., "2008 Patient Adherence Update: New Approaches for Success", www.guideline.com, The Trend Report Series, (Oct. 1, 2008). |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11602488B2 (en) | 2019-04-30 | 2023-03-14 | NucleusRX LLC | Connected pill dispenser |
WO2024173834A1 (en) * | 2023-02-18 | 2024-08-22 | Low Gordon Keith | Methods and systems to increase compliance for prescriptions dispensed to patients |
Also Published As
Publication number | Publication date |
---|---|
US11646115B2 (en) | 2023-05-09 |
US20160117460A1 (en) | 2016-04-28 |
US20230238129A1 (en) | 2023-07-27 |
US10388023B2 (en) | 2019-08-20 |
US20160117473A1 (en) | 2016-04-28 |
US20190355131A1 (en) | 2019-11-21 |
US10929983B2 (en) | 2021-02-23 |
US10380744B2 (en) | 2019-08-13 |
US10402982B2 (en) | 2019-09-03 |
US20140288954A1 (en) | 2014-09-25 |
US8781856B2 (en) | 2014-07-15 |
US10297030B2 (en) | 2019-05-21 |
US11923083B2 (en) | 2024-03-05 |
US20110119073A1 (en) | 2011-05-19 |
US20160117475A1 (en) | 2016-04-28 |
US20210174515A1 (en) | 2021-06-10 |
US20120296666A1 (en) | 2012-11-22 |
US20160117474A1 (en) | 2016-04-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11923083B2 (en) | Method and apparatus for verification of medication administration adherence | |
US11222714B2 (en) | Method and apparatus for verification of medication adherence | |
US11244283B2 (en) | Apparatus and method for collection of protocol adherence data | |
US10496796B2 (en) | Monitoring medication adherence | |
EP2502199A1 (en) | Method and apparatus for verification of medication administration adherence | |
AU2010322109B2 (en) | Method and apparatus for verification of medication administration adherence |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AS | Assignment |
Owner name: AI CURE TECHNOLOGIES LLC, NEW YORK Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:HANINA, ADAM;KESSLER, GORDON;REEL/FRAME:041097/0017 Effective date: 20091118 |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NOTICE OF ALLOWANCE MAILED -- APPLICATION RECEIVED IN OFFICE OF PUBLICATIONS |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: PUBLICATIONS -- ISSUE FEE PAYMENT RECEIVED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: PUBLICATIONS -- ISSUE FEE PAYMENT VERIFIED |
|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
CC | Certificate of correction | ||
FEPP | Fee payment procedure |
Free format text: SURCHARGE FOR LATE PAYMENT, SMALL ENTITY (ORIGINAL EVENT CODE: M2554); ENTITY STATUS OF PATENT OWNER: SMALL ENTITY |
|
MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YR, SMALL ENTITY (ORIGINAL EVENT CODE: M2551); ENTITY STATUS OF PATENT OWNER: SMALL ENTITY Year of fee payment: 4 |
|
AS | Assignment |
Owner name: WESTERN ALLIANCE BANK, CALIFORNIA Free format text: SECURITY INTEREST;ASSIGNOR:AIC INNOVATIONS GROUP, INC.;REEL/FRAME:066128/0170 Effective date: 20231220 |